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All Articles
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The benefits of trad-coding

2026-5-28
1st article in Building My Portfolio Into a Publishing System

Migrated a portfolio from unmaintained Gatsby to Astro after evaluating Next.js and Contentlayer trade-offs

Trad Coding
Skill
Software
Project
Solutions Land
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LLM Tooling for Portfolio Writing

2026-5-27
4th article in Building My Portfolio Into a Publishing System

Built a git-narrative tool that analyzes commit history, file churn, and diffs to produce structured article scaffolds with development arcs and problem summaries

Writing
Ai
Tooling
Skill
Software
Project
Solutions Land
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Local LLM

2026-5-12

Engineered a reproducible local coding-agent environment using Nix and llama.cpp, enabling Pi to run against a shared Qwen model on an RTX 3090

Project
Ai
Developer Tools
Infrastructure
Nix
Skill
Software
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Jar Candles and a Second Toolchain

2026-4-28

Migrated a CAD toolchain from Jupyter to marimo by forking and refactoring cad-viewer-widget, creating marimo-cadquery, and building purpose-built map and mesh viewer widgets

Skill
Software
Manufacturing
Capability
Fabrication
Project
Nwww
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Obsidian Remotion

2026-1-28

Extracted TypeScript blocks from Markdown and synthesized them into virtual TSX modules for live, type-checked Remotion previews inside an Obsidian plugin

Project
Developer Tools
Typescript
Obsidian
Remotion
Skill
Software
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Grinding a custom groove cutting tool

2025-9-15

Used a Cincinnati MT2 tool and cutter grinder to create a 0.090" groove cutter

Project
Video
Capability
Grinding
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Turning the Site into a Portfolio Editorial Machine

2025-8-11
7th article in Building My Portfolio Into a Publishing System

Built a content-addressed blob storage system to deduplicate project media across repos while preserving git-driven directory structure and rsync-based recovery

Writing
Ai
Tooling
Skill
Software
Project
Solutions Land
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Bringing It to Market

2025-7-16

Developed terrain-derived candle products using digital topography, custom molds, and iterative fabrication

Skill
Manufacturing
Product Design
Capability
Fabrication
Project
Nwww
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Implementation

2025-6-30
5th article in Staübli Reborn: Industrial Robot with a Modern Control System

Built web-based robot control interface with visual playback preview using JavaScript motion approximation

Skill
Software
Robotics
Python
Javascript
Project
Staubli
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Repeatability and Product Shape

2025-6-10
5th article in Northwest Waxworks

Implemented dict-hash-based memoization and disk caching for mesh generation to eliminate redundant geometry computation during iterative design

Skill
Software
Cad
Manufacturing
Product Design
Project
Nwww
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Molds, Materials, and the Real Problem

2025-5-4

Tracked physical artifact provenance by linking mold lineage to wax-cam commit hashes, enabling reproducible terrain-derived candle designs

Manufacturing
Product Design
Skill
Cad
Capability
Fabrication
Project
Nwww
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Mountains Into Geometry

2025-4-28

Built a reproducible terrain-to-geometry pipeline using Jupyter notebooks, TouchTerrain, and CADQuery to iterate on 3D mountain models for fabrication

Skill
Software
Cad
Manufacturing
Capability
Fabrication
Project
Nwww
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What Is the Project?

2025-3-10

Built a CAD/CAM workflow to transform real terrain data into iteration-ready geometry for wax sculptures

Skill
Software
Product Design
Capability
Fabrication
Project
Nwww
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Framework & Dependencies

2025-3-4
4th article in Staübli Reborn: Industrial Robot with a Modern Control System

Built an 800-line frontend framework using signals and Web Components to implement functional reactive programming for state-driven UI updates

Skill
Software
Robotics
Javascript
Project
Staubli
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Operating System & Deployment

2025-3-1
6th article in Staübli Reborn: Industrial Robot with a Modern Control System

Replaced fragile WSL serial passthrough with an internally mounted Raspberry Pi, solving persistent driver and USB connectivity issues for embedded robot control

Skill
Software
Nixos
Robotics
Capability
Embedded
Project
Staubli
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Prototype Software

2025-1-9
7th article in Staübli Reborn: Industrial Robot with a Modern Control System

Built a terminal-based control workflow using Python over RS232 to program a Staubli robot after the teach pendant failed

Skill
Software
Robotics
Python
Project
Staubli
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Cincinnati MT2 Tool Cutter Grinder

2024-12-9

Despite its obsolescence, nothing can compare to the flexibility and sheer number of axes of a tool-cutter-grinder

Tool
Capability
Fabrication
Grinding
Rigging
Tool Cutter
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Leaf Spring Crossbow

2024-8-31

Designed and fabricated a custom bow system with integrated trigger mechanism and adjustable elevation hinge

Project
Capability
Fabrication
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Boot Disk SD Emulation

2024-8-26
8th article in Staübli Reborn: Industrial Robot with a Modern Control System

Replaced fragile floppy-disk boot system with ZuluSCSI SD card emulator to eliminate single point of failure on industrial robot controller

Skill
Robotics
Reverse Engineering
Capability
Embedded
Project
Staubli
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Fabricating the Base

2024-8-17
Skill
Cad
Robotics
Capability
Fabrication
Project
Staubli
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Transport & Rigging

2024-7-23

Acquired and transported a 330KG industrial robot for $1,800 using improvised strapping and winch rigging

Skill
Robotics
Capability
Fabrication
Rigging
Project
Staubli
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Northwest Waxworks

2024-6-30

Built a digital fabrication pipeline converting mountain terrain data into 3D-printed candle molds, automating geometry tuning too complex for manual adjustment

Project
Manufacturing
Product Design
Entrepreneurship
Skill
Software
Cad
Capability
Fabrication
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Staübli Reborn: Industrial Robot with a Modern Control System

2024-6-30

Reverse-engineered a legacy Staübli RX90 robot controller and replaced its failing floppy boot disk with a ZuluSCSI SD card emulator after six disassembly iterations to derive a working boot image

Project
Portfolio
Skill
Software
Software
Cad
Nixos
Machine Building
Hardware Software
Python
Integration
Javascript
Freecad
Mechanical Design
Capability
Fabrication
Embedded
Robotics
Type
Retrofit
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Bronco Bumper

2024-4-30

Fabricated custom front and rear steel bumpers with integrated shackle mounts and receiver hitch for a Bronco

Project
Capability
Fabrication
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Small part: Mouse Axle

2024-2-29

Designed and machined a miniature replacement part to repair a mechanical mouse from scratch

Project
Skill
Machining
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KAMA 997 Chop Saw

2023-11-19

Large mitering bandsaw for rapid stock removal

Tool
Capability
Fabrication
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CNC Surface Grinder Retrofit

2023-10-31

Designed and machined custom brackets, mounts, and driveline components to retrofit a manual surface grinder with CNC-driven motion

Project
Tool
Portfolio
Skill
Machine Building
Machining
Hardware Software
Capability
Grinding
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Fixture Table

2023-2-28

Mounted a cast-iron fixture table to my adjustable-height Portelevator cart

Project
Skill
Machine Building
Capability
Fabrication
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Full Suspension Mini Bike

2023-2-28

Designed and hand-fabricated a complete custom motorcycle frame from scratch, progressing from initial drawings to a ridable prototype

Project
Bike
Capability
Fabrication
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Layered Backup Workflow

2023-1-15

Built host-specific Borg backup automation with per-machine pattern files, session logging, and centralized archive management

Project
Skill
Software
Nixos
Python
Bash
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Chuck Back Plates

2022-11-30

Machined a chuck mountaing plate for my 4th-axis using turning and facing operations on a lathe

Project
Tool
Skill
Machining
Capability
Grinding
Mill
Lathe
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Weld Cart (for everlast)

2022-10-31

Designed and fabricated a weld cart

Project
Video
Capability
Fabrication
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Monarch Series 61 13x30

2022-5-31

A beautiful late 1950s toolroom engine lathe

Tool
Capability
Rigging
Machining
Manual
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Festival Totem

2022-4-30

Fabricated aluminum replacement housing for a 3D printed festival totem to resolve PLA thermal failure

Project
Skill
Machining
Capability
Mill
Lathe
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Hardtail Mini Bike

2022-4-30

After buying my friends each a mini-bike kit this was our first attempt

Project
Capability
Fabrication
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Static Analysis Choreography Tool

2022-4-30

Built features on a Haskell back-end powering a static-analysis choreography tool

Skill
Role
Web
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5C Collet Box

2022-1-31

Fabricated precision box-joint assemblies with tight tolerances for custom collet seating

Project
Capability
Woodworking
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Scale License Plate

2022-1-31

Machined a 1-10 scale license plate for a coworkers RC car project

Project
Skill
Machining
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Motivation

2021-12-31

Revived decades-old industrial robot hardware by emulating legacy SCSI storage with a modern SD card

Skill
Robotics
Capability
Fabrication
Project
Staubli
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Aluminum Mountains

2021-11-30

Designed and machined custom aluminum mountains as a christmas-present project

Project
Skill
Cam
Fusion 360
Capability
Mill
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Extending the Shop

2021-11-6

Built an extension to the shop to isolate fabrication from metrology and machining

Project
Capability
Woodworking
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Welding Positioner

2021-10-31

Built a welding positioner supporting several hundred pounds with infinitely variable rotation speed and 90+ degree tilt using sheet metal and timing belts

Project
Tool
Portfolio
Skill
Machine Building
Machining
Capability
Fabrication
Integration
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Penny Fakething Freak Bike

2021-5-16

Converted a bicycle to a penny-farthing configuration, achieving geometry precise enough for hands-free riding

Project
Bike
Capability
Fabrication
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Owning the Seams: Plugin Forks and Toolchain Drift

2021-4-30
5th article in Building My Portfolio Into a Publishing System

Recovered a broken Gatsby publishing stack from years of toolchain drift by pinning dependencies to GitHub commits and vendoring unstable components

Dependencies
Maintenance
Skill
Software
Gatsby
Project
Solutions Land
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Lavender Sculpture

2021-3-31

Lavender metal sculpture

Project
Art
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DIY Press Brake

2021-3-31

Made a press brake to assist with other shop projects

Project
Tool
Video
Skill
Machine Building
Capability
Fabrication
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Engraving Tools

2021-2-28

Ground custom engraving tools and made a vise

Project
Tool
Art
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Harig 6x12 Surface Grinder

2021-2-28
Tool
Capability
Fabrication
Grinding
Rigging
Surface
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Haas TM2 Toolroom Mill

2021-2-28

Restored a used Haas TM2 mill by performing full teardown cleaning and configuring washdown and spindle coolant systems

Tool
Capability
Machining
4th Axis
Cnc
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Building the Official Prusa Printer Enclosure out of Ikea Lack Tables

2021-1-11

Fabricated a custom 3D printer enclosure from 3D-printed PETG components, IKEA Lack tables, and table-saw-cut acrylic panels

Project
Skill
Cad
Capability
3 D Printing
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Truck Crane Frame Fabrication

2020-12-31

Designed and welded a custom sub-frame to mount a crane on a work truck for stone sculpting operations

Project
Commission
Skill
Machine Building
Capability
Fabrication
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Company Logo Sulpture

2020-12-31

Designed and fabricated a sculpture of the logo of the company I worked for

Project
Art
Capability
Fabrication
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Climbing Wall

2020-11-30

Helped a friend construct a home climb wall including a LED project board and a tilting spray wall

Project
Capability
Woodworking
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Slip Roller

2020-11-30

Fabricated a precision slip-rolling machine by combining plasma cutting for rough shapes with CNC machining for critical interfaces

Project
Tool
Skill
Machine Building
Machining
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Pirhana Plant

2020-9-30

Created a sculpture as a gift for a friend

Project
Art
Capability
Fabrication
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Musings on packaging build system via splitting independent libraries

2020-5-31

Packaged esp-idf build system into a standalone Rust library to enable reusable ESP32 Bluetooth development

Philosophy
Bluetooth
Skill
Embedded
Esp 32
Rust
Project
Hanging Plotter
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Machine-Vision Physical Therapy App

2020-5-31

Ported a Core ML pipeline to TensorFlow.js and shipped the model logic as a Swift-compiled WASM module shared between web and iOS

Skill
Role
Web
App
Ml
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Translating an esp32+esp-idf bluetooth example to rust

2020-5-19

Implemented ESP32 Bluetooth Low Energy heart rate service in Rust using the NimBLE stack by translating and adapting C reference implementations

Skill
Software
Embedded
Esp 32
Rust
Bluetooth
Project
Hanging Plotter
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Using a smooth stepper driver on the esp32 in rust

2020-5-14

Replaced L298N H-bridge with TMC2208 stepper driver to reduce GPIO overhead, eliminate overheating, and simplify microstepping control

Skill
Software
Embedded
Esp 32
Rust
Capability
Embedded
Project
Hanging Plotter
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Using Nix to write rust on the esp32

2020-5-9

Packaged a reproducible Rust cross-compilation toolchain for ESP32 microcontrollers using custom Nix derivations

Skill
Software
Nixos
Embedded
Esp 32
Rust
Capability
Embedded
Project
Hanging Plotter
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Recovering disk space in NixOS

2020-5-7

Diagnosed NixOS disk space usage with ncdu to identify the largest space consumers across system and user directories

Blog
Skill
Software
Nixos
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Driving steppers with the RMT module

2020-4-19

Resolved ESP32 RMT looping artifacts by disabling software transmit interrupts before enabling hardware loop mode, achieving precise square wave generation

Skill
Software
Embedded
Esp 32
Capability
Embedded
Project
Hanging Plotter
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Using an Arduino as a logic analyzer

2020-4-1

Repurposed an Arduino Uno as a multi-channel logic analyzer to capture and inspect digital signals on ports 8 through 11

Skill
Software
Embedded
Esp 32
Capability
Embedded
Project
Hanging Plotter
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Using an ESP32 as a logic analyzer

2020-3-31

Repurposed an ESP32 as a SUMP-compatible logic analyzer by integrating esp32_sigrok with sigrok and Pulseview for capturing stepper motor timing signals

Skill
Software
Embedded
Esp 32
Capability
Embedded
Project
Hanging Plotter
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Using Windows 10 to fix UEFI after BIOS update

2020-3-27

Restored dual-boot functionality after a BIOS update overwrote UEFI boot entries, recovering access to a NixOS / Windows 10 system

Blog
Skill
Software
Nixos
Windows
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Replacing X window system with wayland and sway

2020-3-20

Migrated NixOS desktop from X11 to Sway and Wayland, restoring dual monitor functionality after a BIOS update broke the second display

Blog
Skill
Software
Nixos
Wayland
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Connecting an ESP32 to android with bluetooth

2020-3-20
4th article in Hanging Plotter

Established BLE GATT server on ESP32 using ESP-IDF, upgrading the SDK to resolve core panic memory allocation issues

Skill
Software
Nixos
Android
Bluetooth
Flutter
Project
Hanging Plotter
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Android development on NixOS

2020-3-19
1st article in Hanging Plotter

Configured a reproducible Flutter and Android development environment on NixOS using shell.nix with custom package overlays

Skill
Software
Nixos
Android
Project
Hanging Plotter
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Spinning a Stepper

2020-3-12

Set up a reproducible ESP32 ESP-IDF development environment on NixOS by patching Nix packages and debugging the VSCode Espressif extension from source

Skill
Software
Nixos
Embedded
Esp 32
Capability
Embedded
Project
Hanging Plotter
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ESP32 development in NixOS using VSCode

2020-3-12

Built reproducible Nix derivations for the ESP-IDF SDK and xtensa-esp32 toolchain on NixOS

Skill
Software
Nixos
Embedded
Esp 32
Capability
Embedded
Project
Hanging Plotter
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Post Print Iterations

2020-3-9
11th article in Hanging Plotter

Rapidly iterated on 3D printed mechanical assemblies to resolve motor arm fit, shaft clearance, and standoff interference issues

Skill
Cad
Capability
3 D Printing
Project
Hanging Plotter
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First Steps - Pinning an idea down and checking assumptions

2020-3-4
3rd article in Hanging Plotter

Designed a dual-point string art plotter using 3D-printed parts, stepper motors, timing belts, and an ESP32 microcontroller

Philosophy
Skill
Cad
Capability
3 D Printing
Project
Hanging Plotter
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Hanging Plotter

2020-3-3

Designed a low-cost hanging plotter mechanism using 3D printed components and Arduino control

Project
Skill
Cad
Hardware Software
Capability
3 D Printing
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Embedded and Firmware

2020-3-3

Firmware and bring-up on ESP32 and Arduino targets, in C, C++, and Rust

Skill
Software
Discipline
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Determining why docker command hands at startup in WSL2

2020-1-29

Diagnosed a 30-second Docker startup delay on WSL2 by tracing syscalls with strace and identifying a stale DOCKER_HOST pointing to an unreachable TCP endpoint

Blog
Skill
Software
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Protoyping with python by creating an email task digest

2020-1-13

Automated daily task digest emails by querying the WeKan API and scheduling execution with cron

Project
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Machining a camera mount

2020-1-12

Machined a custom camera mount to attach a cell phone to a tripod head with a quick release plate

Project
Video
Skill
Machining
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Publishing Dense Technical Work Without Watering It Down

2020-1-12
6th article in Building My Portfolio Into a Publishing System

Built a custom Gatsby remark plugin to embed Jupyter notebooks inline within markdown articles, preserving experiments and code as narrative evidence

Writing
Notebooks
Skill
Software
Gatsby
Project
Solutions Land
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Simplifying Jupyter integration by eliminating heterogenous lists

2019-12-23
2nd article in Adding Jupyter Notebook (and Rust) to Gatsby

Resolved heterogeneous content-type problem by embedding Jupyter notebooks as markdown custom blocks instead of abstracting into virtual post types

Philosophy
Skill
Software
Blog
Rusty Jupyter
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Adding Jupyter Notebook (and Rust) to Gatsby

2019-12-11

Integrated Jupyter Notebook execution into a Gatsby static site using gatsby-transformer-ipynb to render live code output at build time

Blog
Skill
Software
Rust
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Correcting a bug in notebook-render

2019-12-11
1st article in Adding Jupyter Notebook (and Rust) to Gatsby

Debugged a server-side rendering crash in @nteract/notebook-render caused by remark-rehype producing unhandled "element" AST nodes

Oss
Skill
Software
Blog
Rusty Jupyter
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Inventing a Content Model for Real Projects

2019-11-23
3rd article in Building My Portfolio Into a Publishing System

Designed a Gatsby content architecture supporting articles, series, clusters, and tags with custom page-generation logic

Writing
Typescript
Skill
Software
Gatsby
Project
Solutions Land
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Writing GatsbyJS configuration in Typescript

2019-11-21

Migrated GatsbyJS node configuration to TypeScript using ts-node, exposing implicit assumptions about GraphQL result shapes and making page-generation logic verifiable at compile time

Blog
Philosophy
Skill
Software
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Worse is Better: Setting up Gatsbyjs drafts

2019-11-17

Replaced a feature-branch workflow for article drafts with a filesystem-based approach using a dedicated drafts folder in Gatsby.js

Blog
Philosophy
Skill
Software
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Making a Custom Frame: Practice

2019-11-4
2nd article in Picture Framing

Built a custom picture frame from salvaged 2x4 pine, translating CAD-derived cross-section calculations into physical fabrication with miter and table saw cuts

Effortpost
How To
Capability
Woodworking
Project
Picture Framing
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Quick fix: Fixing household goods with a 3d printer

2019-11-2

Designed and 3D printed a replacement valve handle for a broken garden sprayer using caliper measurements and CAD

Project
Skill
Cad
Capability
3 D Printing
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Picture Framing

2019-11-2

Practicing woodworking fundamentals through the methodical craft of picture frame construction

Project
Capability
Woodworking
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Making a Custom Frame: Theory

2019-11-2
1st article in Picture Framing

Calculated custom picture frame dimensions by accounting for rabbet depth, moulding width, and component layer stackup

Effortpost
How To
Capability
Woodworking
Project
Picture Framing
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Upgrading Shop Air Compressor

2019-10-31

Hard-plumbed an air compressor to provide convenient access to compressed air in the shop

Project
Video
Ergonomics
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Machining a Tube Bender

2019-10-20
Project
Video
Skill
Machine Building
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Native and Hybrid App Development

2019-10-20

Developed native iOS applications using Objective-C and Swift for platform-optimized mobile experiences

Skill
Software
Discipline
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Full Stack Web Development

2019-10-20

Delivered full-stack web applications spanning frontend design with Adobe XD, React/TypeScript middle-end, and backend services in Python, Go, and Rust

Skill
Software
Discipline
thumbnail

Project Concept

2019-10-19
1st article in Machining a Tube Bender

Learned tube bending techniques through a hands-on collaborative project with a friend

Project
Tube Bender
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Headless CRM and Auction Storefront

2019-8-31

Designed a site from marketing brief through headless CRM data model to shipped web and mobile clients

Skill
Role
Web
App
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Building My Portfolio Into a Publishing System

2019-8-30

Evolved a static site into a full publishing and editorial system through seven years of iterative tooling changes

Project
Writing
Developer Tools
Skill
Software
Gatsby
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From Static Site to Publishing System

2019-8-30
2nd article in Building My Portfolio Into a Publishing System

Migrated portfolio from Zola to Gatsby and React to gain component-driven layouts, richer plugin ecosystem, and more flexible theming

Writing
Skill
Software
Gatsby
Project
Solutions Land
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Metal Rose

2019-3-31

Engineered layered petal assemblies by designing and folding individual petal sections into a cohesive structure

Project
Art
Capability
Fabrication
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Welding an Infinity Cube

2019-2-28

Documented end-to-end fabrication workflow from material marking through final assembly

Project
Art
Capability
Fabrication
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Building a Generator in Several Distinct Steps

2019-2-15

Discovered that applying power to the motor restarts the engine, enabling microcontroller-based engine control

Project
Video
Skill
Machining
Embedded
Hardware Software
Capability
Fabrication
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First Welding Project: Making a Weld Cart

2019-1-7

Built a welding cart as a first project to practice and refine basic welding techniques

Project
Video
Skill
Machine Building
Capability
Fabrication
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Metrology

2018-12-31
Capability
thumbnail

Klutch Metal Cutting Bandsaw

2018-12-31

3/4 HP horizontal/vertical bandsaw with 4-1/2" x 6" cutting capacity

Tool
Capability
Fabrication
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Langmuir Crossfire

2018-12-31

CNC plasma cutting system with cantilevered gantry for precision sheet metal work

Tool
Capability
Fabrication
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Pedestal Tools

2018-12-31

Some of the most productive tools in the shop are those that are fastest to use

Tool
Capability
Fabrication
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Machining

2018-12-31

Removing metal with cutting tools

Capability
Skill
Machining
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Woodworking

2018-12-31

Crafted functional furniture and fixtures including a redwood jewelry box, custom standing desk, and shop workbench

Capability
Capability
Woodworking
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Short Posts

2018-11-7
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Setting up kopano video conferencing in mattermost

2018-11-7

Diagnosed a Go runtime panic in Kopano's kwmserverd by tracing a nil pointer dereference to a missing --iss flag and patching the Docker startup command

Blog
Skill
Software
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Mr Fixums' Lathe Handwheel Repair

2018-10-7

Repaired structural components on a vintage Harrison L6 Mk1 lathe using aluminum welding techniques

Project
Video
Skill
Machine Building
Capability
Fabrication
Lathe
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Harrison L6 MK1

2018-8-6

My first lathe, served me very well until I sold it

Archive
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Lagun FT1

2018-8-6

Bridgeport-clones are some of the most flexible milling machines

Tool
Capability
Machining
Manual
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Turbofurnace

2018-4-30
Project
Skill
Integration
Capability
Fabrication
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Video Stream Management Platform

2018-1-31

Rebuilt complex PHP legacy systems in modern unit-tested Java alongside a new React front-end

Skill
Role
Web
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Welding

2017-12-31

Many hours of experience with welding steel

Capability
Fabrication
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3D Printed Drones

2016-2-29

Designed and printed a drone

Project
Skill
Integration
Onshape
Capability
3 D Printing
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Desktop Organizer

2015-9-30

Article content is missing — please provide the full text to generate blurbs

Project
Capability
Woodworking
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Bosswatt Prototype

2015-1-31
Project
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Geodesic Treehouse

2011-2-28

Manufatured and installed a geodesic treehouse

Project
Skill
Project Management
Capability
Woodworking
Featured Work
CNC Surface Grinder RetrofitWelding PositionerStaübli Reborn: Industrial Robot with a Modern Control System
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Portland, OR